{"id":"W2980439298","doi":"10.19173/irrodl.v20i4.4215","title":"Open Universities and Open Educational Practices","year":2019,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Open educational resources; Open education; Open learning; Distance education; Higher education; Educational technology; Situated; Open university; Pedagogy; Sociology; Knowledge management; Public relations; Political science; Computer science; Teaching method; Cooperative learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.006567146,0.00007677587,0.0002019455,0.00010823,0.0002622348,0.002197975,0.005753721,0.00002372353,0.000727185],"category_scores_gemma":[0.001428854,0.00005847897,0.00001627811,0.0004914113,0.0001032835,0.002520747,0.008792678,0.0005109395,0.00006052798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045534,"about_ca_system_score_gemma":0.0008515592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375668,"about_ca_topic_score_gemma":0.00003178922,"domain_scores_codex":[0.9980724,0.0007436833,0.0002387631,0.0003171556,0.0004532768,0.0001746839],"domain_scores_gemma":[0.9975783,0.001408777,0.0003141486,0.0002527099,0.0003718177,0.00007422008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009007612,0.000191284,0.07713162,0.0006724878,0.0000631954,0.000004186812,0.001217836,0.00008396212,0.00004717698,0.8913755,0.01055428,0.01856839],"study_design_scores_gemma":[0.001724202,0.0002699189,0.08724502,0.00965049,0.00001106846,0.00007196963,0.05445655,0.00666822,0.00004680016,0.01017546,0.8293537,0.0003265708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1123482,0.0100844,0.0002701225,0.2527712,0.0003909536,0.003089889,0.00002013906,0.0000158968,0.6210092],"genre_scores_gemma":[0.9691585,0.01573975,0.001549143,0.0006334041,0.00003282669,0.0000585923,0.00009484498,0.000006439138,0.01272646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8812,"threshold_uncertainty_score":0.9996256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090170215822007,"score_gpt":0.483594660210143,"score_spread":0.3745776386279422,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}